Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-22 0.270743 0.304238 0.341907 0.387740 0.442453 0.506253 0.587140
2024-12-29 0.218442 0.262328 0.316580 0.389969 0.488909 0.621191 0.817924
2025-01-05 0.179846 0.225457 0.285485 0.372880 0.501674 0.693219 1.018990
2025-01-12 0.152998 0.197742 0.259353 0.354115 0.503769 0.746526 1.210483
2025-01-19 0.134486 0.178069 0.240299 0.340441 0.508165 0.801973 1.428386
2025-01-26 0.128192 0.174428 0.243241 0.359999 0.569967 0.975260 1.976430
2025-02-02 0.126173 0.176519 0.254722 0.395087 0.668075 1.257751 3.011142
2025-02-09 0.121439 0.173708 0.257760 0.415836 0.744708 1.531401 4.344095
2025-02-16 0.115991 0.169046 0.256912 0.429016 0.809410 1.811139 6.144198
2025-02-23 0.109245 0.161521 0.250099 0.429260 0.845195 2.033473 8.167243
2025-03-02 0.099838 0.148728 0.232573 0.405093 0.816447 2.046530 9.107617
2025-03-09 0.094089 0.141664 0.224659 0.399682 0.833562 2.222846 11.677953
2025-03-16 0.088200 0.134210 0.215860 0.392385 0.847929 2.417158 15.448701
2025-03-23 0.084165 0.129722 0.212276 0.396339 0.896097 2.791654 23.946189
2025-03-30 0.078147 0.121260 0.200248 0.379278 0.878989 2.880109 29.811348
2025-04-06 0.072498 0.113077 0.188054 0.360173 0.851125 2.904862 35.458327
2025-04-13 0.067915 0.106529 0.178542 0.346202 0.836175 2.990699 44.875271
2025-04-20 0.067148 0.106877 0.182790 0.366229 0.938537 3.835969 118.387970
2025-04-27 0.067732 0.109764 0.192527 0.402171 1.114939 5.527370 959.848029
2025-05-04 0.066869 0.109819 0.196314 0.423438 1.250074 7.343158 214008.351333
2025-05-11 0.065411 0.108600 0.197200 0.436952 1.362318 9.391689 NaN
2025-05-18 0.063101 0.105535 0.193686 0.437202 1.416734 11.027774 NaN
2025-05-25 0.059250 0.099187 0.182280 0.412426 1.343085 10.624455 NaN